An LSTM-enhanced surrogate model to simulate the dynamics of particle-laden fluid systems
Arash Hajisharifi, Rahul Halder, Michele Girfoglio, Andrea R. Beccari, Domenico Bonanni, Gianluigi Rozza
Topics & Concepts
Computer scienceComputational fluid dynamicsBenchmark (surveying)ComputationCurse of dimensionalityModel order reductionComputational scienceMathematical optimizationAlgorithmArtificial intelligenceMathematicsMechanicsPhysicsGeographyGeodesyProjection (relational algebra)Granular flow and fluidized bedsFluid Dynamics and Vibration AnalysisModel Reduction and Neural Networks